TLDR AI

TLDR AI 2024-03-07

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01GENERAL

Sponsored

A TRANSFORMATIVE MOMENT IN AI IS HAPPENING

Don't miss your chance to experience the latest AI breakthroughs in-person at NVIDIA GTC [4], the #1 AI conference [4]. NVIDIA CEO Jensen Huang will share the latest AI advances that are shaping our future, live at the SAP center in San Jose.

nvidia.comSponsor

02HEADLINES & LAUNCHES

MISTRAL X SNOWFLAKE

Mistral and Snowflake have partnered to bring Mistral Large to Snowflake Cortex customers.

snowflake.com3 min read

MOONDREAM 2 SMALL VISION LANGUAGE MODEL

Moondream is a small Phi-2 and SigLIP-based language model. This second version is commercially licensed and has significantly improved benchmark performance. It is ideal for running on low compute devices and describing images.

moondream.ai4 min read

DRIVERLESS STARTUP WAYMO TO TEST SELF-DRIVING VEHICLES WITH NO HUMAN DRIVER IN AUSTIN

Waymo is starting tests of its fifth-generation driverless Jaguar I-Pace in Austin as it advances towards launching a ride-hail service. Initially, rides will be for Waymo employees, with plans to open to the public later. Waymo's expansion in Austin contributes to its roadmap of providing autonomous vehicle services in multiple cities.

statesman.com3 min read

03RESEARCH & INNOVATION

DESIGN2CODE: HOW FAR ARE WE FROM AUTOMATING FRONT-END ENGINEERING?

Taking images of a design and outputting code is a challenging task. This work proposes a benchmark, 18B model, and evaluations to suggest that we are close to being able to perform this on simple designs. In some cases, GPT-4V-generated code is preferred over human-synthesized code.

arxiv.org25 min read

MAKING AI TO PLAN AND EXECUTE COMPLEX TASKS

The KEPP system introduces a new approach to planning and executing complex tasks. The method, which leverages a probabilistic knowledge graph, allows the model to logically sequence actions towards achieving a goal.

arxiv.org16 min read

04ENGINEERING & RESOURCES

MLX SWIFT EXAMPLES

MLX is a framework developed by Apple for training AI models on Mac. This repository shows how to train models that can run on mobile devices with Swift. It takes one on an iPhone to train an MNIST classifier model.

github.comGitHub repository

HUGGINGFACE TEXT CLUSTERING

An open source text clustering tool that allows you to embed, cluster, and semantically label clusters easily and quickly. The entire pipeline runs in 10 minutes on 100k samples.

github.comGitHub repository

ENHANCING LLMS’ PLANNING SKILLS

KnowAgent introduces a novel strategy for boosting large language models' planning skills by integrating explicit action knowledge. The approach helps LLMs perform better in complex tasks by guiding them through more logical planning trajectories.

zjukg.org3 min read

05MISCELLANEOUS

WE NEED SELF-DRIVING CARS

A Waymo self-driving car was vandalized and set on fire in San Francisco, an act seen by some as a protest against the imposition of autonomous vehicles. Such hostility overlooks the potential for self-driving cars to drastically reduce traffic fatalities. As the technology improves, autonomous vehicles will enhance safety and complement public transport.

newcomer.co4 min read

OPENAI SORA: ONE STEP AWAY FROM THE MATRIX

OpenAI's Sora is a text-to-video model capable of generating high-fidelity videos with diverse aspect ratios and resolutions that also exhibits world simulation abilities. Sora’s vast capabilities raises both excitement and concerns about the implications for reality simulation and AGI.

thealgorithmicbridge.substack.com5 min read

SUBPRIME INTELLIGENCE

OpenAI's Sora exhibits significant flaws, revealing the limitations of generative AI's understanding. The technology's potential impact on the creative industry and its heavy computational demands highlight both its revolutionary capabilities and practical challenges.

wheresyoured.at15 min read